Baxter Eaves

Probabilistic ML Researcher at Redpoll

Greater St. Louis United States
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Summary

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Senior
🎓
Top School
Baxter Eaves is a Probabilistic ML researcher with 13 years of experience building psychologically valid AI that mimics, predicts, and improves human performance across high-stakes domains. He leads humanistic AI efforts at Redpoll, applying Bayesian nonparametrics to make complex, dynamic data transparent, safe, and interoperable with human decision-makers. His background spans industry and academia—from developing a domain-specific probabilistic programming language and QA frameworks at CiBO to novel population-genetics methods at Monsanto and probabilistic systems at MIT. Trained as a computational cognitive scientist (PhD) and a former Navy petty officer, he combines rigorous probabilistic modeling with operational discipline and a knack for mentoring teams. Notably, he focuses on practical speedups and robustness—shipping probabilistic tools that outperform deep learning baselines while running faster per datum.
code12 years of coding experience
job4 years of employment as a software developer
bookBachelor's Degree, Psychology, Bachelor's Degree, Psychology at University of Louisville
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Github Skills (50)

database-table10
bayesian10
querying10
intel9
random-generation9
prng9
databases9
sql9
database9
data-structures9
sqlite8
rust8
co-simulation8
helper-methods8
matrix8

Programming languages (4)

RustHTMLJupyter NotebookPython

Github contributions (5)

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BaxterEaves/ids_teach

Jan 2015 - Aug 2016

Contributions:80 commits, 4 pushes in 1 year 6 months
BaxterEaves/baxcat_cxx

Aug 2016 - Nov 2017

Contributions:8 PRs, 96 pushes, 4 branches in 1 year 3 months
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Baxter Eaves - Probabilistic ML Researcher at Redpoll